42 Commits

Author SHA1 Message Date
6a7ab09ce6 Working image patch splitting and expansion code. 2023-07-18 20:00:42 -04:00
a09c9da2f6 Got colorschemes setup (not globally yet). Fixed bug with layer placing. 2023-04-03 00:23:09 -04:00
b1c838a45f Added residual layer example. Fixed some bugs in the process. 2023-02-05 12:26:36 -05:00
2b21261db7 Added changes to the MCMC sampling code. Added an MCMC example. 2023-02-03 23:13:20 -05:00
134be057fb Made mcmc example. Added ability to view matplotlib plots. 2023-02-02 21:59:31 -05:00
1406acd43e Refactored makefile, moved around files to more appropriate places, deleted unused files,
reformatted code.
2023-02-01 22:33:42 -05:00
27d235de25 Added the ability to make residual connections.
Note: still need to add the residual plus icon.
2023-02-01 12:40:43 -05:00
4b06ce1622 Added padding.
Fixed a bug with ImageLayerToConvolutional2D

Padding example
2023-01-31 23:37:55 -05:00
ae6fd8a230 Setup basic frame comparison unit testing. 2023-01-31 10:27:51 -05:00
b767b9abee Simplified namespace so layers can be imported from manim_ml.neural_network 2023-01-27 14:20:11 -05:00
46958ea293 Working max pooling visualization. 2023-01-26 18:39:38 -05:00
301b230c73 Added sigmoid activation, and ability to do activation above linear layers. 2023-01-25 17:36:44 -05:00
ce184af78e General changes, got basic visualization of an activation function working for a
convolutinoal layer.
2023-01-24 15:44:48 -05:00
5291d9db8a Refactored parameters for Convolutional2D to make them clearner looking. 2023-01-15 18:16:48 +09:00
27523ad337 Fixed bug with the size of images in ImageToConvolutional2DLayer 2023-01-15 18:00:40 +09:00
42b6e37b16 Removed Conv2D because it can be done using just Conv3D and renamed Conv3D to Conv2D to correspond to the spatial conv dimenson not the scene dimension, which is more inline with convention. 2023-01-15 14:35:26 +09:00
ba63116b37 Reformatted the code using black, allowd for different orientation NNs, made an option for highlighting the active filter in a CNN forward pass. 2023-01-09 15:52:37 +09:00
39b0b133ce Got basic working structure for decision tree surfaces, also refactored some code. 2023-01-05 09:42:57 -05:00
3d8df61f76 Working BFS order tree expansion animation. 2023-01-04 22:10:51 -05:00
e33f98373a Working initial visualization of a static decision tree. 2023-01-04 20:50:01 -05:00
1d9cad8587 Working dropout animation 2023-01-02 15:24:51 -05:00
3d6e8072e1 Used Black to reformat the code in the repository. 2023-01-01 23:24:59 -05:00
b1a85ea782 Overall working 3D convolution visualization. 2022-12-30 21:41:50 -05:00
245ce9424b Made a workaround to make sure the filters in the CNN 2 CNN layers
don't appear at the beggining of a forward pass animation. I think
this has to do with a bug in Succession in the core ManimCommunity
library.
2022-12-29 15:11:09 -05:00
8cee86e884 Working initial visualization of a CNN. 2022-12-29 14:09:16 -05:00
330ba170a0 "Got a basic working animation of a CNN in 3D. 2022-12-26 02:01:56 -05:00
58aec269cf Convolutional Layers 2022-05-15 13:42:21 -04:00
8d45c13f57 Added working convolutional layer. 2022-04-29 14:36:14 -04:00
9310b48c56 Finished oracle guidance video. Integrated various changes necessary to complete this. 2022-04-28 01:37:52 -04:00
63427be139 Added ability to pass layer_args dictionary to each forward pass, which allows
for arguments to be passed through to each neural network layer when running a neural
network forward pass.
2022-04-25 16:28:11 -04:00
7d04bf55ec Added updated VAEScene to the readme. 2022-04-23 23:10:15 -04:00
0152be64b0 Added GAN visualization. 2022-04-22 19:08:28 -04:00
229c27fa3f Added support for Neural Network overhead title and per-layer title. 2022-04-19 00:36:15 -04:00
05f512f185 Added ListGroup class for better management of a group of objects. 2022-04-18 23:56:31 -04:00
2306ab39d1 Paired Query Layers and tests 2022-04-16 00:23:10 -04:00
3031a81bcb Working forward pass for triplet layers. 2022-04-15 02:37:37 -04:00
7be4dfc8a4 Refactored Neural Network Layers into their own files. 2022-04-14 01:53:12 -04:00
b1490c0117 Embedding Neural Network Layer. 2022-04-14 00:33:00 -04:00
09c9c4c093 Added explicit create animations. Fixed bug with images not being allowed in VGroup. Redid forward pass animation. 2022-04-06 01:33:03 -04:00
93a0bf64c5 Added new video to readme 2022-04-04 23:25:04 -04:00
f282c3e7a6 Composable Nueral Network Skelatan structure 2022-04-02 19:20:30 -04:00
61b47798f3 Working neural network test with refactor 2022-04-02 19:20:30 -04:00